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Echocardiography Report Translation and Inference Based on Parameter-Efficient Fine-Tuning of LLaMA Models.

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Title: Echocardiography Report Translation and Inference Based on Parameter-Efficient Fine-Tuning of LLaMA Models.
Authors: Chiao, Hsin-Ta1 (AUTHOR), Lin, Wei-Wen2,3,4 (AUTHOR) g12350038@go.thu.edu.tw, Tseng, Shang-Yang1,3 (AUTHOR), Hsieh, Yu-Cheng2,3,4,5,6 (AUTHOR), Yang, Chao-Tung1,5,7,8 (AUTHOR) ctyang@thu.edu.tw
Source: Diagnostics (2075-4418). Apr2026, Vol. 16 Issue 8, p1223. 30p.
Database: Academic Search Ultimate
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  Data: Echocardiography Report Translation and Inference Based on Parameter-Efficient Fine-Tuning of LLaMA Models.
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  Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Apr2026, Vol. 16 Issue 8, p1223. 30p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193460986
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      – Type: doi
        Value: 10.3390/diagnostics16081223
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      – Code: eng
        Text: English
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        PageCount: 30
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      – TitleFull: Echocardiography Report Translation and Inference Based on Parameter-Efficient Fine-Tuning of LLaMA Models.
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            NameFull: Chiao, Hsin-Ta
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            NameFull: Tseng, Shang-Yang
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            NameFull: Yang, Chao-Tung
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            – D: 15
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
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